{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "librosa是一个非常强大的python语音信号处理的第三方库，本文参考的是librosa的官方文档，本文主要总结了一些重要，对我来说非常常用的功能。学会librosa后再也不用用python去实现那些复杂的算法了，只需要一句语句就能轻松实现。\n",
    "先总结一下本文中常用的专业名词：sr：采样率、hop_length：帧移、overlapping：连续帧之间的重叠部分、n_fft：窗口大小、spectrum：频谱、spectrogram：频谱图或叫做语谱图、amplitude：振幅、mono：单声道、stereo：立体声"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 读取音频"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T07:31:39.981530Z",
     "start_time": "2020-10-26T07:31:37.945916Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(110251,)\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "读取音频文件。默认采样率是22050，如果要保留音频的原始采样率，使用sr = None。\n",
    "参数：\n",
    "    path ：音频文件的路径。\n",
    "    sr ：采样率，如果为“None”使用音频自身的采样率\n",
    "    mono ：bool，是否将信号转换为单声道\n",
    "    offset ：float，在此时间之后开始阅读（以秒为单位）\n",
    "    持续时间：float，仅加载这么多的音频（以秒为单位）\n",
    "返回：\n",
    "    y ：音频时间序列\n",
    "    sr ：音频的采样率\n",
    "\"\"\"\n",
    "import librosa\n",
    "import librosa.display\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "path = './油烟机噪声数据集/一期-Kitchen_room/m121.wav'\n",
    "y, sr = librosa.load(path, sr=22050, mono=True, offset=0.0, duration=None)\n",
    "print(y.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 重采样"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T07:31:17.684499Z",
     "start_time": "2020-10-26T07:31:17.160915Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2561,)\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "重新采样从orig_sr到target_sr的时间序列\n",
    "参数：\n",
    "    y ：音频时间序列。可以是单声道或立体声。\n",
    "    orig_sr ：y的原始采样率\n",
    "    target_sr ：目标采样率\n",
    "    fix：bool，调整重采样信号的长度，使其大小恰好为 len(y)/orig_sr∗target_sr=t∗target_sr\n",
    "    scale：bool，缩放重新采样的信号，以使y和y_hat具有大约相等的总能量。\n",
    "返回：\n",
    "    y_hat ：重采样之后的音频数组\n",
    "\"\"\"\n",
    "orig_sr = 22050\n",
    "target_sr = 512 \n",
    "y_hat = librosa.resample(y, orig_sr, target_sr, fix=True, scale=False) \n",
    "print(y_hat.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 读取时长"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T07:38:17.046937Z",
     "start_time": "2020-10-26T07:38:17.027948Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "持续时间: 5\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "计算时间序列的的持续时间（以秒为单位）\n",
    "参数：\n",
    "    y ：音频时间序列\n",
    "    sr ：y的音频采样率\n",
    "    S ：STFT矩阵或任何STFT衍生的矩阵（例如，色谱图或梅尔频谱图）。根据频谱图输入计算的持续时间仅在达到帧分辨率之前才是准确的。\n",
    "        如果需要高精度，则最好直接使用音频时间序列。\n",
    "    n_fft ：S的 FFT窗口大小\n",
    "    hop_length ：S列之间的音频样本数\n",
    "    center ：布尔值\n",
    "    如果为True，则S [:, t]的中心为y [t * hop_length]\n",
    "    如果为False，则S [:, t]从y[t * hop_length]开始\n",
    "    filename ：如果提供，则所有其他参数都将被忽略，并且持续时间是直接从音频文件中计算得出的。\n",
    "返回：\n",
    "    d ：持续时间（以秒为单位）\n",
    "\"\"\"\n",
    "\n",
    "d = librosa.get_duration(y, sr, S=None, n_fft=2048, hop_length=512, center=True, filename=None)\n",
    "print(\"持续时间: %d\" % d)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 读取采样率"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T07:44:32.045781Z",
     "start_time": "2020-10-26T07:44:32.008803Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "65536\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "参数：\n",
    "path ：音频文件的路径\n",
    "返回：音频文件的采样率\n",
    "\"\"\"\n",
    "sample_rate = librosa.get_samplerate(path)\n",
    "print(sample_rate)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 写音频"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\"\n",
    "librosa.output.write_wav(path, y, sr, norm=False)\n",
    "将时间序列输出为.wav文件\n",
    "参数：\n",
    "    path：保存输出wav文件的路径\n",
    "    y ：音频时间序列。\n",
    "    sr ：y的采样率\n",
    "    norm：bool，是否启用幅度归一化。将数据缩放到[-1，+1]范围。\n",
    "在0.8.0以后的版本，librosa都会将这个函数删除，推荐用下面的函数：\n",
    "参数：\n",
    "    file：保存输出wav文件的路径\n",
    "    data：音频数据\n",
    "    samplerate：采样率\n",
    "\"\"\"\n",
    "import soundfile\n",
    "\n",
    "soundfile.write(file, data, samplerate)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 过零率"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T08:07:53.613924Z",
     "start_time": "2020-10-26T08:07:53.573936Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.04345703125"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\"\"\"\n",
    "计算音频时间序列的过零率。\n",
    "参数：\n",
    "    y ：音频时间序列\n",
    "    frame_length ：帧长\n",
    "    hop_length ：帧移\n",
    "    center：bool，如果为True，则通过填充y的边缘来使帧居中。\n",
    "返回：\n",
    "    zcr：zcr[0，i]是第i帧中的过零率\n",
    "\"\"\"\n",
    "# librosa.feature.zero_crossing_rate(y, frame_length = 2048, hop_length = 512, center = True) \n",
    "zcr = librosa.feature.zero_crossing_rate(y)\n",
    "zcr[0, 1]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 波形图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T08:09:29.923670Z",
     "start_time": "2020-10-26T08:09:28.171016Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\"\"\"\n",
    "绘制波形的幅度包络线\n",
    "参数：\n",
    "    y ：音频时间序列\n",
    "    sr ：y的采样率\n",
    "    x_axis ：str {'time'，'off'，'none'}或None，如果为“时间”，则在x轴上给定时间刻度线。\n",
    "    offset：水平偏移（以秒为单位）开始波形图\n",
    "\"\"\"\n",
    "\n",
    "librosa.display.waveplot(y, sr, x_axis='time', offset=0.0, ax=None)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 短时傅里叶变换"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\"\n",
    "短时傅立叶变换（STFT），返回一个复数矩阵使得D(f,t)\n",
    "    复数的实部：np.abs(D(f,t))频率的振幅\n",
    "    复数的虚部：np.angle(D(f,t))频率的相位\n",
    "参数：\n",
    "    y：音频时间序列\n",
    "    n_fft：FFT窗口大小，n_fft=hop_length+overlapping\n",
    "    hop_length：帧移，如果未指定，则默认win_length / 4。\n",
    "    win_length：每一帧音频都由window（）加窗。窗长win_length，然后用零填充以匹配N_FFT。默认win_length=n_fft。\n",
    "    window：字符串，元组，数字，函数 shape =（n_fft, )\n",
    "    窗口（字符串，元组或数字）；\n",
    "    窗函数，例如scipy.signal.hanning\n",
    "    长度为n_fft的向量或数组\n",
    "    center：bool\n",
    "    如果为True，则填充信号y，以使帧 D [:, t]以y [t * hop_length]为中心。\n",
    "    如果为False，则D [:, t]从y [t * hop_length]开始\n",
    "    dtype：D的复数值类型。默认值为64-bit complex复数\n",
    "    pad_mode：如果center = True，则在信号的边缘使用填充模式。默认情况下，STFT使用reflection padding。\n",
    "返回：\n",
    "    STFT矩阵，shape =（1 + nfft/2，t）\n",
    "\"\"\"\n",
    "\n",
    "librosa.stft(y, n_fft=2048, hop_length=None, win_length=None, window='hann', center=True, pad_mode='reflect')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T08:35:38.128521Z",
     "start_time": "2020-10-26T08:34:47.166366Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[-33.292603  -27.293549   -3.5915027 ... -33.292603  -33.292603\n",
      "  -33.292603 ]\n",
      " [-33.292603  -25.736893   -4.434788  ... -33.292603  -33.292603\n",
      "  -33.292603 ]\n",
      " [-33.292603  -19.547617   -7.1814346 ... -33.292603  -33.292603\n",
      "  -33.292603 ]\n",
      " ...\n",
      " [-33.292603  -33.292603  -33.292603  ... -33.292603  -33.292603\n",
      "  -33.292603 ]\n",
      " [-33.292603  -33.292603  -33.292603  ... -33.292603  -33.292603\n",
      "  -33.292603 ]\n",
      " [-33.292603  -33.292603  -33.292603  ... -33.292603  -33.292603\n",
      "  -33.292603 ]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "y, sr = librosa.load(librosa.util.example_audio_file())\n",
    "S = np.abs(librosa.stft(y))\n",
    "print(librosa.power_to_db(S ** 2))\n",
    "# array([[-33.293, -27.32 , ..., -33.293, -33.293],\n",
    "#        [-33.293, -25.723, ..., -33.293, -33.293],\n",
    "#        ...,\n",
    "#        [-33.293, -33.293, ..., -33.293, -33.293],\n",
    "#        [-33.293, -33.293, ..., -33.293, -33.293]], dtype=float32)\n",
    "\n",
    "plt.figure()\n",
    "plt.subplot(2, 1, 1)\n",
    "librosa.display.specshow(S ** 2, sr=sr, y_axis='log')  # 从波形获取功率谱图\n",
    "plt.colorbar()\n",
    "plt.title('Power spectrogram')\n",
    "plt.subplot(2, 1, 2)\n",
    "# 相对于峰值功率计算dB, 那么其他的dB都是负的，注意看后边cmp值\n",
    "librosa.display.specshow(librosa.power_to_db(S ** 2, ref=np.max),\n",
    "                         sr=sr, y_axis='log', x_axis='time')\n",
    "plt.colorbar(format='%+2.0f dB')\n",
    "plt.title('Log-Power spectrogram')\n",
    "plt.set_cmap(\"autumn\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-26T08:40:29.925323Z",
     "start_time": "2020-10-26T08:39:43.788339Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "y, sr = librosa.load(librosa.util.example_audio_file())\n",
    "plt.figure()\n",
    "\n",
    "D = librosa.amplitude_to_db(np.abs(librosa.stft(y)), ref=np.max)\n",
    "plt.subplot(2, 1, 1)\n",
    "librosa.display.specshow(D, y_axis='linear')\n",
    "plt.colorbar(format='%+2.0f dB')\n",
    "plt.title('线性频率功率谱')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "librosa.display.specshow(D, y_axis='log')\n",
    "plt.colorbar(format='%+2.0f dB')\n",
    "plt.title('对数频率功率谱')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.0"
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  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
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 "nbformat": 4,
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}
